Gaussian Process-Based Model Predictive Control of Blood Glucose for Patients with Type 1 Diabetes Mellitus.
Lukas OrtmannDawei ShiEyal DassauFrancis J. Doyle IIISteffen LeonhardtBerno J. E. MisgeldPublished in: CoRR (2017)
Keyphrases
- diabetes mellitus
- gaussian process
- blood glucose
- diabetic patients
- model predictive control
- regression model
- blood pressure
- hyperparameters
- model selection
- semi supervised
- risk factors
- bayesian framework
- control system
- predictive control
- latent variables
- random sampling
- decision support system
- learning algorithm
- heart rate
- cross validation
- type ii